Advances in intelligent data analysis XV : 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings /: 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings. (2016)

• Record Type: Book
• Other Titles: Advances in intelligent data analysis 15; IDA 2016
• Further Information: Note: Henrik Boström, Arno Knobbe, Carlos Soares, Panagiotis Papapetrou (eds.).
• Editors: Boström, Henrik; Knobbe, Arno J; Soares, Carlos A. Mota, 1945-; Papapetrou, Panagiotis
• Other Names: International Symposium on Intelligent Data Analysis, 15th
• Contents: DSCo-NG: A Practical Language Modeling Approach for Time Series Classification -- Ranking Accuracy for Logistic-GEE models -- The Morality Machine: Tracking Moral Values in Tweets -- A Hybrid Approach for Probabilistic Relational Models Structure Learning -- On the Impact of Data Set Size in Transfer Learning Using Deep Neural Networks -- Obtaining Shape Descriptors from a Concave Hull-Based Clustering Algorithm -- Visual Perception of Discriminative Landmarks in Classified Time Series -- Spotting the Diffusion of New Psychoactive Substances over the Internet -- Feature Selection Issues in Long-Term Travel Time Prediction -- A Mean-Field Variational Bayesian Approach to Detecting Overlapping Communities with Inner Roles Using Poisson Link Generation -- Online Semi-supervised Learning for Multi-target Regression in Data streams Using AMRules -- A Toolkit for Analysis of Deep Learning Experiments -- The Optimistic Method for Model Estimation -- Does Feature Selection Improve Classification? A Large Scale Experiment in OpenML -- Learning from the News: Predicting Entity Popularity on Twitter -- Multi-scale Kernel PCA and Its Application to Curvelet-based Feature Extraction for Mammographic Mass Characterization -- Weakly-supervised Symptom Recognition for Rare Diseases in Biomedical Text -- Estimating Sequence Similarity from Read Sets for Clustering Sequencing Data -- Widened Learning of Bayesian Network Classifiers -- Vote Buying Detection via Independent Component Analysis -- Unsupervised Relation Extraction in Specialized Corpora Using Sequence Mining -- A Framework for Interpolating Scattered Data Using Space-filling Curves -- Privacy-Awareness of Distributed Data Clustering Algorithms Revisited -- Bi-stochastic Matrix Approximation Framework for Data Co-clustering -- Sequential Cost-Sensitive Feature Acquisition -- Explainable and Efficient Link Prediction in Real-World Network Data -- DGRMiner: Anomaly Detection and Explanation in Dynamic Graphs -- Similarity Based Hierarchical Clustering with an Application to Text Collections -- Determining Data Relevance Using Semantic Types and Graphical Interpretation Cues -- A First Step Toward Quantifying the Climate's Information Production over the Last 68, 000 Years -- HAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of Features -- Stability Evaluation of Event Detection Techniques for Twitter -- IDA 2016 Industrial Challenge: Using Machine Learning for Predicting Failures -- An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data -- Combining Boosted Trees with Metafeature Engineering for Predictive Maintenance -- Prediction of Failures in the Air Pressure System of Scania Trucks Using a Random Forest and Feature Engineering.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xiii, 404 pages), illustrations
• Subjects: 006.4; Computer science; Pattern recognition systems -- Congresses; Mathematical statistics -- Congresses; Mathematical statistics -- Data processing -- Congresses; Mathematical statistics; Mathematical statistics -- Data processing; Pattern recognition systems; Computer Science; Database Management; Information Systems Applications (incl. Internet); Artificial Intelligence (incl. Robotics); Information Storage and Retrieval; Algorithm Analysis and Problem Complexity; Data Mining and Knowledge Discovery; Computers -- Information Technology; Computers -- Intelligence (AI) & Semantics; Computers -- System Administration -- Storage & Retrieval; Computers -- Programming -- Algorithms; Computers -- Database Management -- Data Mining; Information retrieval; Artificial intelligence; Algorithms & data structures; Data mining; Database management; Artificial intelligence; Information storage and retrieva; Computer software; Data mining; Computers -- Database Management -- General; Databases; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319463490; 3319463497; 3319463489; 9783319463483
• Related ISBNs: 9783319463483
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 5, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.